Mathieu Salzmann

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mathieu.salzmann@epfl.ch +41 21 693 81 92

EPFL IC IINFCOM CVLAB
BC 308 (Bâtiment BC)
Station 14
CH-1015 Lausanne

Web site: Web site: https://cvlab.epfl.ch/

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Administrative data

Fields of expertise

Computer Vision 
Machine Learning 

Publications

Other publications

Teaching & PhD

Teaching

Computer Science

PhD Programs

Doctoral program in computer and communication sciences

Courses

Introduction to visual computing


Introduction to machine learning (BA3)

Machine learning and data analysis are becoming increasingly central in many sciences and applications. In this course, fundamental principles and methods of machine learning will be introduced, analyzed and practically implemented.

Machine learning for DH

This course aims to introduce the basic principles of machine learning in the context of the digital humanities. We will cover both supervised and unsupervised learning techniques, and study and implement methods to analyze diverse data types, such as images, music and social network data.